Fusion of EEG and EMG signals for detecting pre-movement intention of sitting and standing in healthy individuals and patients with spinal cord injury

Fusion of EEG and EMG signals for detecting pre-movement intention of sitting and standing in healthy individuals and patients with spinal cord injury

IntroductionRehabilitation devices assist individuals with movement disorders by supporting daily activities and facilitating effective rehabilitation training. Accurate and early motor intention detection is vital for real-time device applications. However, traditional methods of motor intention de...

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Main Authors: Chenyang Li, Yuchen Xu, Tao Feng, Minmin Wang, Xiaomei Zhang, Li Zhang, Ruidong Cheng, Weihai Chen, Weidong Chen, Shaomin Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Neuroscience
Subjects:
multimodal
human-machine interface
electroencephalography
surface electromyography
muscular fatigue
pre-movement intention detection
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2025.1532099/full
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